AI Job Exposure Map Reveals Which US Occupations Face Disruption - European Version Needed
Interesting prediction how AI will change US jobs - does this exist for Europe/Germany as well? Instead of endless debates about AI's impact, Karpathy built ...
Interesting prediction how AI will change US jobs - does this exist for Europe/Germany as well?
Instead of endless debates about AI's impact, Karpathy built something concrete: a visual map of 342 US occupations showing their AI exposure scores.
The tool reveals fascinating patterns. Software developers score 9/10 exposure (mostly digital work), while roofers get 0-1 (physical, unpredictable environments). Teachers land at 6-7 - high exposure but still need human presence.
What's clever is the LLM-powered scoring system. You can write custom prompts to analyze any risk factor - robotics exposure, offshoring potential, climate impact - and instantly see which jobs are most vulnerable.
The key insight? Jobs that can be done "entirely from a home office on a computer" automatically score 7+ because AI capabilities in digital domains are exploding.
This beats theoretical discussions every time. When helping companies navigate product strategy, I see the same need for specifics over speculation.
Would love to see someone build this for European markets. The regulatory landscape alone would create different patterns than the US data shows.
Please check out the source here: https://karpathy.ai/jobs/
Does anybody know a similar analysis for Europe / Germany? Please let me know!
alldone.consulting
Think 10x.
AI-native consulting to reinvent your Offering, Go-To-Market & Operations.
Reinvent your Offering
Find and shape your next big opportunity — whether that's a new product, a new service, or an AI-powered offering.
Reinvent your Go-To-Market
Use GTM engineering to productize your sales and marketing to grow your revenue without growing your headcount.
Reinvent your Operations
Make the way you build products, run back-office and manage your team AI-native.